Cargando…

Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters

Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In t...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhai, Chi, Yang, Chunxi, Na, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740931/
https://www.ncbi.nlm.nih.gov/pubmed/36502035
http://dx.doi.org/10.3390/s22239334
_version_ 1784848190042800128
author Zhai, Chi
Yang, Chunxi
Na, Jing
author_facet Zhai, Chi
Yang, Chunxi
Na, Jing
author_sort Zhai, Chi
collection PubMed
description Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In this paper, the problem of an un-linearizable system related to system observation and control is addressed, and Andronov–Hopf bifurcation is taken as a typical example of an un-linearizable system and detailed. Firstly, the properties of a linear/linearized system is upon commented. Then, nonlinear degeneracy for the normal form of Andronov–Hopf bifurcation is analyzed, and it is deduced that the cubic terms are an integral part of the system. Afterwards, the theoretical study on feedback stabilization is conducted between the normal-form Andronov–Hopf bifurcation and its linearized counterpart, where stabilization using washout-filter-aided feedback is compared, and it is found that by synergistic controller design, the dual-conjugate-unstable eigenvalues can be stabilized by single stable washout filter. Finally, the high-dimensional ethanol fermentation model is taken as a case study to verify the proposed bifurcation control method.
format Online
Article
Text
id pubmed-9740931
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-97409312022-12-11 Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters Zhai, Chi Yang, Chunxi Na, Jing Sensors (Basel) Article Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In this paper, the problem of an un-linearizable system related to system observation and control is addressed, and Andronov–Hopf bifurcation is taken as a typical example of an un-linearizable system and detailed. Firstly, the properties of a linear/linearized system is upon commented. Then, nonlinear degeneracy for the normal form of Andronov–Hopf bifurcation is analyzed, and it is deduced that the cubic terms are an integral part of the system. Afterwards, the theoretical study on feedback stabilization is conducted between the normal-form Andronov–Hopf bifurcation and its linearized counterpart, where stabilization using washout-filter-aided feedback is compared, and it is found that by synergistic controller design, the dual-conjugate-unstable eigenvalues can be stabilized by single stable washout filter. Finally, the high-dimensional ethanol fermentation model is taken as a case study to verify the proposed bifurcation control method. MDPI 2022-11-30 /pmc/articles/PMC9740931/ /pubmed/36502035 http://dx.doi.org/10.3390/s22239334 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhai, Chi
Yang, Chunxi
Na, Jing
Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title_full Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title_fullStr Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title_full_unstemmed Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title_short Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
title_sort bifurcation control on the un-linearizable dynamic system via washout filters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740931/
https://www.ncbi.nlm.nih.gov/pubmed/36502035
http://dx.doi.org/10.3390/s22239334
work_keys_str_mv AT zhaichi bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters
AT yangchunxi bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters
AT najing bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters